{
  "id": 269420,
  "title": "EfficientNetB0 + GeM + ArcFace baseline",
  "url": "/competitions/landmark-retrieval-2021/discussion/269420",
  "author_name": "Hidehisa Arai",
  "post_date": "2021-08-31T15:39:55.888000",
  "votes": 50,
  "comment_count": 16,
  "views": 0,
  "content": "<p>Hi all,</p>\n<p>It's been 20 days since this competition was released, but not so many kagglers have participated so far. There must be many reasons for this, but I believe that the lack of proper baseline with training notebook is one of the major reasons.</p>\n<p>Based on these circumstances, I decided to publish baseline notebooks</p>\n<ul>\n<li><a href=\"https://www.kaggle.com/hidehisaarai1213/glret21-efficientnetb0-baseline-training\" target=\"_blank\">https://www.kaggle.com/hidehisaarai1213/glret21-efficientnetb0-baseline-training</a></li>\n<li><a href=\"https://www.kaggle.com/hidehisaarai1213/glret21-efficientnetb0-baseline-inference\" target=\"_blank\">https://www.kaggle.com/hidehisaarai1213/glret21-efficientnetb0-baseline-inference</a></li>\n</ul>\n<p>Hopefully this will be a catalyst for many kagglers to decide to participate in this competition.</p>\n<p>Happy Kaggling!</p>",
  "messages": [
    {
      "id": 1498026,
      "postDate": "2021-08-31T15:39:55.887Z",
      "content": "<p>Hi all,</p>\n<p>It's been 20 days since this competition was released, but not so many kagglers have participated so far. There must be many reasons for this, but I believe that the lack of proper baseline with training notebook is one of the major reasons.</p>\n<p>Based on these circumstances, I decided to publish baseline notebooks</p>\n<ul>\n<li><a href=\"https://www.kaggle.com/hidehisaarai1213/glret21-efficientnetb0-baseline-training\" target=\"_blank\">https://www.kaggle.com/hidehisaarai1213/glret21-efficientnetb0-baseline-training</a></li>\n<li><a href=\"https://www.kaggle.com/hidehisaarai1213/glret21-efficientnetb0-baseline-inference\" target=\"_blank\">https://www.kaggle.com/hidehisaarai1213/glret21-efficientnetb0-baseline-inference</a></li>\n</ul>\n<p>Hopefully this will be a catalyst for many kagglers to decide to participate in this competition.</p>\n<p>Happy Kaggling!</p>",
      "rawMarkdown": "Hi all,\n\nIt's been 20 days since this competition was released, but not so many kagglers have participated so far. There must be many reasons for this, but I believe that the lack of proper baseline with training notebook is one of the major reasons.\n\nBased on these circumstances, I decided to publish baseline notebooks\n\n* https://www.kaggle.com/hidehisaarai1213/glret21-efficientnetb0-baseline-training\n* https://www.kaggle.com/hidehisaarai1213/glret21-efficientnetb0-baseline-inference\n\nHopefully this will be a catalyst for many kagglers to decide to participate in this competition.\n\nHappy Kaggling!",
      "votes": 50
    },
    {
      "id": 1498480,
      "postDate": "2021-09-01T02:31:55.273Z",
      "content": "<p>Great work. Thanks for sharing!</p>",
      "rawMarkdown": "Great work. Thanks for sharing!",
      "votes": 2,
      "replies": [
        {
          "id": 1498554,
          "postDate": "2021-09-01T04:09:10.183Z",
          "content": "<p>Hi <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> where did you train your model last year? I mean what GPU did you use? the one that kaggle or colab provides? because when I am training the model using the code it is taking 3-4 hours just for training.</p>",
          "rawMarkdown": "Hi @cdeotte where did you train your model last year? I mean what GPU did you use? the one that kaggle or colab provides? because when I am training the model using the code it is taking 3-4 hours just for training."
        },
        {
          "id": 1500503,
          "postDate": "2021-09-02T12:38:39.407Z",
          "content": "<p>I use Nvidia V100 GPUs. (However i did not enter this competition last year and i won't have time this year).</p>",
          "rawMarkdown": "I use Nvidia V100 GPUs. (However i did not enter this competition last year and i won't have time this year).",
          "votes": 3
        }
      ]
    },
    {
      "id": 1506228,
      "postDate": "2021-09-08T03:37:03.843Z",
      "content": "<p>Your sharing helped me a lot!</p>",
      "rawMarkdown": "Your sharing helped me a lot!"
    },
    {
      "id": 1502403,
      "postDate": "2021-09-04T07:57:07.457Z",
      "content": "<p>Great work! </p>",
      "rawMarkdown": "Great work! "
    },
    {
      "id": 1501656,
      "postDate": "2021-09-03T11:52:52.053Z",
      "content": "<p>Thanks for the codes, very helpful for the newbies</p>",
      "rawMarkdown": "Thanks for the codes, very helpful for the newbies"
    },
    {
      "id": 1500946,
      "postDate": "2021-09-02T18:48:34.077Z",
      "rawMarkdown": "",
      "isDeleted": true,
      "replies": [
        {
          "id": 1501295,
          "postDate": "2021-09-03T05:06:50.643Z",
          "content": "<p>Hey,<br>\nYou should do save and commit. This keeps the runtime at 9 hours.</p>",
          "rawMarkdown": "Hey,\nYou should do save and commit. This keeps the runtime at 9 hours.",
          "votes": 1
        }
      ]
    },
    {
      "id": 1498113,
      "postDate": "2021-08-31T17:06:03.663Z",
      "rawMarkdown": "",
      "votes": 1,
      "isDeleted": true
    },
    {
      "id": 1498990,
      "postDate": "2021-09-01T11:28:16.177Z",
      "content": "<p>Great work! Thank u for sharing =))</p>",
      "rawMarkdown": "Great work! Thank u for sharing =))\n"
    },
    {
      "id": 1518175,
      "postDate": "2021-09-20T13:11:43.957Z",
      "content": "<p>Thanks for sharing.</p>",
      "rawMarkdown": "Thanks for sharing."
    },
    {
      "id": 1505322,
      "postDate": "2021-09-07T06:47:09.913Z",
      "content": "<p>Thanks for sharing!</p>",
      "rawMarkdown": "Thanks for sharing!"
    },
    {
      "id": 1504082,
      "postDate": "2021-09-06T04:20:09.467Z",
      "content": "<p>Great work. Thanks for sharing!</p>",
      "rawMarkdown": "Great work. Thanks for sharing!"
    },
    {
      "id": 1503110,
      "postDate": "2021-09-05T02:17:21.580Z",
      "content": "<p>Thanks for sharing</p>",
      "rawMarkdown": "Thanks for sharing"
    },
    {
      "id": 1500323,
      "postDate": "2021-09-02T09:33:48.590Z",
      "content": "<p>Thank you for sharing.</p>",
      "rawMarkdown": "Thank you for sharing."
    },
    {
      "id": 1498556,
      "postDate": "2021-09-01T04:09:41.720Z",
      "content": "<p>Thanks for sharing this</p>",
      "rawMarkdown": "Thanks for sharing this"
    }
  ],
  "comments": [
    {
      "id": 1498480,
      "author_name": "Chris Deotte",
      "author_url": "",
      "post_date": "2021-09-01T02:31:55.273000",
      "content": "<p>Great work. Thanks for sharing!</p>",
      "votes": 2,
      "replies": [
        {
          "id": 1498554,
          "author_name": "Anuj Gupta",
          "author_url": "",
          "post_date": "2021-09-01T04:09:10.183000",
          "content": "<p>Hi <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> where did you train your model last year? I mean what GPU did you use? the one that kaggle or colab provides? because when I am training the model using the code it is taking 3-4 hours just for training.</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1500503,
          "author_name": "Chris Deotte",
          "author_url": "",
          "post_date": "2021-09-02T12:38:39.407000",
          "content": "<p>I use Nvidia V100 GPUs. (However i did not enter this competition last year and i won't have time this year).</p>",
          "votes": 3,
          "replies": []
        }
      ]
    },
    {
      "id": 1506228,
      "author_name": "Qiao Su",
      "author_url": "",
      "post_date": "2021-09-08T03:37:03.843000",
      "content": "<p>Your sharing helped me a lot!</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1502403,
      "author_name": "Ali shabanpour",
      "author_url": "",
      "post_date": "2021-09-04T07:57:07.457000",
      "content": "<p>Great work! </p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1501656,
      "author_name": "killua",
      "author_url": "",
      "post_date": "2021-09-03T11:52:52.053000",
      "content": "<p>Thanks for the codes, very helpful for the newbies</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1500946,
      "author_name": "",
      "author_url": "",
      "post_date": "2021-09-02T18:48:34.077000",
      "content": "",
      "votes": 0,
      "replies": [
        {
          "id": 1501295,
          "author_name": "Thejineaswar G",
          "author_url": "",
          "post_date": "2021-09-03T05:06:50.643000",
          "content": "<p>Hey,<br>\nYou should do save and commit. This keeps the runtime at 9 hours.</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 1498113,
      "author_name": "",
      "author_url": "",
      "post_date": "2021-08-31T17:06:03.663000",
      "content": "",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1498990,
      "author_name": "fireflies",
      "author_url": "",
      "post_date": "2021-09-01T11:28:16.177000",
      "content": "<p>Great work! Thank u for sharing =))</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1518175,
      "author_name": "Hiroki Ueno",
      "author_url": "",
      "post_date": "2021-09-20T13:11:43.957000",
      "content": "<p>Thanks for sharing.</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1505322,
      "author_name": "Mike Cheung",
      "author_url": "",
      "post_date": "2021-09-07T06:47:09.913000",
      "content": "<p>Thanks for sharing!</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1504082,
      "author_name": "karl",
      "author_url": "",
      "post_date": "2021-09-06T04:20:09.467000",
      "content": "<p>Great work. Thanks for sharing!</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1503110,
      "author_name": "Minhajul Hoque",
      "author_url": "",
      "post_date": "2021-09-05T02:17:21.580000",
      "content": "<p>Thanks for sharing</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1500323,
      "author_name": "midorii",
      "author_url": "",
      "post_date": "2021-09-02T09:33:48.590000",
      "content": "<p>Thank you for sharing.</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1498556,
      "author_name": "Anuj Gupta",
      "author_url": "",
      "post_date": "2021-09-01T04:09:41.720000",
      "content": "<p>Thanks for sharing this</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1498026": "Hi all,\n\nIt's been 20 days since this competition was released, but not so many kagglers have participated so far. There must be many reasons for this, but I believe that the lack of proper baseline with training notebook is one of the major reasons.\n\nBased on these circumstances, I decided to publish baseline notebooks\n\n* https://www.kaggle.com/hidehisaarai1213/glret21-efficientnetb0-baseline-training\n* https://www.kaggle.com/hidehisaarai1213/glret21-efficientnetb0-baseline-inference\n\nHopefully this will be a catalyst for many kagglers to decide to participate in this competition.\n\nHappy Kaggling!",
    "1498480": "Great work. Thanks for sharing!",
    "1506228": "Your sharing helped me a lot!",
    "1502403": "Great work! ",
    "1501656": "Thanks for the codes, very helpful for the newbies",
    "1500946": "",
    "1498113": "",
    "1498990": "Great work! Thank u for sharing =))\n",
    "1518175": "Thanks for sharing.",
    "1505322": "Thanks for sharing!",
    "1504082": "Great work. Thanks for sharing!",
    "1503110": "Thanks for sharing",
    "1500323": "Thank you for sharing.",
    "1498556": "Thanks for sharing this"
  }
}